MATCH with PeTaL: relevance thresholds, MAG and MeSH terms, flat taxonomy

nasa-petal / PeTaL-labeller

The PeTaL labeler labels journal articles with biomimicry functions.

https://petal-labeller.readthedocs.io/en/latest/

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MATCH with PeTaL: relevance thresholds, MAG and MeSH terms, flat taxonomy #64

Closed elkong closed 3 years ago

elkong commented 3 years ago

Summary

Performed analysis of using relevance thresholds instead of top-k; explored effect of including MAG and MeSH terms, and pretraining their embeddings; explored results of retraining with flat taxonomy.

Related Issues

Resolves Issue #55, #58, #60

Backwards incompatibilities

None.

New Dependencies

gdown datetime